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What is the llm service why use it? (scientific and technical issues)
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What is the llm service why use it? (scientific and technical issues)


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  • 1. Long Lasting Memories (LLM) A unified solution for cognitive and physical health and autonomous living for senior citizens CIP-ICT-PSP.2008.1.4 Project No. 238904 Panos Bamidis Lab of Medical Informatics Medical School Aristotle University of Thessaloniki, Greece
  • 2. Topics
    • What is LLM
    • The components of LLM
    • The LLM trials
  • 3. What is LLM ?
    • Long Lasting Memories (LLM) is an integrated ICT platform which:
      • combines state-of-the-art cognitive exercises
      • with physical activity
      • in the framework of an
      • advanced ambient assisted living environment.
  • 4. LLM General Overview
    • LLM will offer support to elderly people and their relatives and families, by
      • monitoring of day to day activities of senior citizens and identifying imminent hazards,
      • helping them maintain their functionality in everyday tasks and communication,
      • increasing their self-esteem and alleviate symptoms relevant to cognitive decline, their loneliness and potential depression.
  • 5. LLM Objectives Verify the sustainability, scalability and applicability of LLM services across Europe Integrate two existing ICT solutions with physical training equipment, thus delivering innovative ageing-well / independent-living support services for elders Verify the technical, organisational and legal feasibility of LLM service along the complete value chain of stakeholders Demonstrate the significant impact potential of LLM service in different EU countries
  • 6. LLM Platform LLM Components Independent Living Component (ILC) Cognitive Training Component (CTC) Physical Training Component (PTC) Central Management System(CMS)
  • 7. LLM Platform LLM Integration Architecture
  • 8. LLM Platform LLM Components (ILC) Independent Living Component (ILC)
  • 9. LLM Platform LLM Components (CTC) Cognitive Training Component (CTC) Software: BrainFitness / GRADIOR Presentation Layer: Local User Interface (touch screen) Required Hardware: Regular low-cost personal computer close to the minimal running requirements of BrainFitness Delivery: Wiring with the rest of the system
  • 10. LLM Platform LLM Components (PTC) Physical Training Component (PTC) Hardware: Wii peripheral devices, such as Wii Remote and Wii Balance Board, possible incorporation of ergometers and treadmills Software: FitForAll: Custom developed games that interact with users training of balance (static/dynamic), muscle strength, aerobic endurance and flexibility. (
  • 11. LLM Platform LLM Components (CMS) Central Management System (CMS)
    • Core element of LLM service – Custom developed software
    • PC operation
    • Control of physical training process and cognitive exercise program
    • Successive alternation of User Interfaces of the three components
    • Authentication process
  • 12. LLM Platform
    • The aim is to implement a platform that is:
    Long Lasting Memories January 2010 Easily Accessible Widely Available Affordable for end users and care providers LLM Platform will be evaluated through trials.
  • 13. LLM Design Idea
  • 14. The Pilots
    • Pilots in 5 countries
      • Austria
      • Spain
      • France
      • Greece
      • Cyprus
  • 15. The Pilots Key Pilot Objectives and Indicators
  • 16. The Pilots Pilot Design and Execution
    • Pre-Pilot Planning: Detailed design of the pilot programme, including:
      • Establish metrics-based objectives for the pilots
      • Define methods for data collection and analysis
      • Training (technical and process)
      • Logistics
      • Development of quality control/auditing process
      • Development of all feedback mechanisms and procedures
    • Pilot Test Phase
      • Pilots conducted in each country, scheduled to align with planned iterations
      • Technology deployment
      • Training
      • Pilot Iterations
  • 17. The Pilots Post Pilot Review and Timeline
    • Analysis of all results
      • Technology Solution
      • Usability
      • Health (physical and cognitive results)
      • Marketability
    Pre-Pilot Phase
      • Establish Goals
      • Define Metrics
      • Develop Monitoring Tools
      • System Integration &Localisation
      • Train technical staff
      • Install Systems
      • Train Staff
    Execute Pilot Tests (3 iterations)
      • Recruit and Screen Participants
      • Random Assignment
      • Train and Monitor Participants
      • Technical support
      • Quality Control/Auditing
    Test Evaluation (3 iterations)
      • Collect and Analyse Data
      • Post-Pilot Follow-Up Monitoring
      • Systems and Process Adjustments
    Pilot Test Evaluation
      • Medical Data Analysis
      • Technology Efficacy Analysis
      • Cost Analysis
      • Analysis of Best Practices
      • User Satisfaction Analysis
      • Analysis of Impact on Marketability
      • Final Report
  • 18. Indicators – Technology / Usability
    • Successful technology installation in the field is completed by trained staff within scheduled time frames
    • Number of technical support calls for non-training issues is within established threshold
    • Comparison of log files and system responses
    • End-user satisfaction levels regarding usability of the technology are within established threshold (interviews / questionnaires)
    • End-user satisfaction levels regarding form attractiveness (interviews / questionnaires)
  • 19. Indicators – health impact
    • End-user compliance with specified programme is within established target range.
    • End-users meet or exceed defined outcome measures:
      • primary (neuropsychological testing)
      • secondary (real-world functionality outcomes).
    • Primary efficacy endpoint:
      • Improvement of experimental group in standardized cognitive function and cognitive/motor activity in daily living relative to control groups.
    • Key secondary endpoint:
      • Quality of life related to improvement in cognitive, motor and social function indices and autonomy.
      • Changes in abnormal brain waves that correlate with mild cognitive decline and dementia (MEG / EEG).
  • 20. Indicators – marketability
    • Technical staff, with defined minimum skill level, is able to effectively install the system without additional training
    • Reported technical problems are addressed on a timely basis
    • Based upon questionnaires and interviews, pilot organisations and end-users report a high level of satisfaction with the use of and results from the solution
      • user-friendliness, usability, safety features, usefulness of actuators, correspondence to users’ perceived needs
    • Pricing of the solution is competitive
    • Solution deployment is delivered in a range of different elder care environments
    • Solution is sufficiently differentiated as compared to other solutions … thereby providing competitive advantages
  • 21.
    • www. long lasting memories .eu
    • Become an LLM community member and stay connected!
    • [email_address]
    For more information